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Double soft-computing techniques based triple functionalities for shunt active power filter with voltage source inverter topology


Citation

Abdul Rahman, Nor Farahaida and Mohd Radzi, Mohd Amran and Che Soh, Azura and Mariun, Norman and Abd Rahim, Nasrudin (2015) Double soft-computing techniques based triple functionalities for shunt active power filter with voltage source inverter topology. In: 2015 IEEE 15th International Conference on Environment and Electrical Engineering (EEEIC 2015), 10-13 June 2015, Rome, Italy. (pp. 796-801).

Abstract / Synopsis

Firstly, a unified adaptive linear neurons based fundamental component extraction algorithm for dual roles is developed; to generate and synchronize a reference current with respect to the phase and the frequency of supply voltage. A modified method of extracting the final amplitude of the reference current is introduced for improving the quality of the reference current. Second, a hybrid Fuzzy-Proportional (P) controller plus Crisp-Integral (I) controller is designed for a self-charging DC-link voltage control algorithm. The proposed controller is utilized in minimizing the error of DC-link voltage and, its control signal is employed in calculating a reference charging current. The Fuzzy-P controller exhibits simple structure for low computational burden and memory requirement. While, the Crisp-I controller is used to eliminate the steady-state error of DC-link voltage. Performances of the SAPF with the proposed techniques are validated by simulation and experimental works.


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Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Engineering
DOI Number: https://doi.org/10.1109/EEEIC.2015.7165266
Publisher: IEEE
Keywords: Adaptive Linear Neuron (ADALINE); Fuzzy-proportional controller; Fuzzy-proportional-derivative controller and Crisp-integral controller; Hybrid controller; Shunt Active Power Filter (SAPF); Soft-computing technique
Depositing User: Nabilah Mustapa
Date Deposited: 31 Jul 2017 04:19
Last Modified: 31 Jul 2017 04:19
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/EEEIC.2015.7165266
URI: http://psasir.upm.edu.my/id/eprint/56275
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